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Kielhöfer, Marius (author)The ability to accurately forecast sales volumes holds substantial significance for businesses. Current classical models struggle in capturing the impact of different variables upon the sales volume. These machine learning models are also not applicable to more than one specific product. The Temporal Fusion Transformer (TFT) is implemented to...bachelor thesis 2023
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Versteeg, Max (author)Organizations that do not embrace digital transformation may find themselves falling behind on competitors and losing out on potential innovation and growth opportunities. As the business environment is changing at an unprecedented pace, it is becoming increasingly important to balance continuity and change to achieve long-term success. By...master thesis 2023
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Licurici, Teodor (author)Estimating the transmembrane currents travelling through the epicardium and local activation times based on atrial epicardial electrograms can greatly help in the study of cardiac arrhythmias such as atrial fibrillation. This work focuses on the accurate estimation of the aforementioned signals and features. To do this, two least squares-based...master thesis 2023
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de Beun, Martin (author)Increasing density of housing in postwar neighbourhoods can simultaneously help in reducing housing shortages, address social-economic issues and enable a 2000-watt-society. Shifting household compositions have seen household sizes reduced and floor space usage increase, which corresponds to higher energy and material use. Reducing floor space...master thesis 2023
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Alhamad, Alaa (author)This project aims to transform an old vacant office former tax building in Leeuwarden into a healthy living community, enhancing the health and well-being of its residents. By creating a welcoming environment with green spaces and amenities, the project promotes physical and mental well-being, community engagement, and high quality of life. The...master thesis 2023
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Smits, Quinten (author)Rapid and uncontrolled urban growth has resulted in fragmented cityscapes, leading to the loss of a sense of place in cities like London. The relentless march of modernization and compulsive development has given rise to illegible spaces, where once-distinctive landmarks are being replaced by generic high-rise buildings and shopping malls. This...master thesis 2023
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Timmerman, Kirsten (author)When making decisions, people are automatically guided by their moral compass. However, AI agents need to be conditioned in order to be steered towards moral behaviour. An environment that can be used to train and test agents is the Jiminy Cricket environment. The Jiminy Cricket environment consists of a set of text-based narrative games, where...bachelor thesis 2023
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Sachelarie, David (author)Transformer models have proven to be effective tools when used for determining the readability of texts. Models based on pre-trained architectures such as BERT, RoBERTa, and BART, as well as ReadNet, a transformer model which is dedicated to readability assessment, have shown some very promising results. However, there is a lack of research...bachelor thesis 2023
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van Dijk, Mats (author)This year's urban architecture graduation studio proposes a site specific approach within the district of Bressoux, on the fringe of the city of Liège. Seeking for opportunities in the working class district, after the industry has left the stage, a courtyard on a corner is found. Behind the perimeter wall, basic necessities for those in need...master thesis 2023
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Warchocki, Jan (author)In temporal action localization, given an input video, the goal is to predict which actions it contains, where they begin and where they end. Training and testing current state-of-the-art, deep learning models is done assuming access to large amounts of data and computational power. Gathering such data is however a challenging task and access to...bachelor thesis 2023
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Mekkes, Erik (author)Large Language Models of code have seen significant jumps in performance recently. However, these jumps tend to accompany a notable and perhaps concerning increase in scale and costs. We contribute an evaluation of prediction performance with respect to model size by assessing the layer-wise progression for language and user-defined elements in...bachelor thesis 2023
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Keeler, Miranda (author)We present an investigation into the relationship between the average depth of the first correct prediction and the performance of CodeGen. This was done on a dataset comprised of code files comprised of C++, Go, Java, Julia, Kotlin, and Python. The analysis involved investigating the model's predictions at different layers using a Tuned Lens,...bachelor thesis 2023
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Kuo, Nadine (author)The development of contemporary source code auto-completion tools have significantly boosted productivity and efficiency of developers. In 2021, the GPT-2-based Transformer CodeGPT was developed to support code completion and text-to-code generation. Similarly to most code models however, CodeGPT was trained on a limited set of widely-used...bachelor thesis 2023
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Carpentier Alting, Sebastiaan (author)The way we work and the demand for offices is changing in the Netherlands. This poses the question whether the traditional office park is still viable. However, the demand for housing provides an opportunity to transform these outdated office parks into new mixed-use areas. This way the quality of the area could be improved, and the area could...master thesis 2023
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Sochirca, Dan (author)Code generation models have become more popular recently, due to the fact that they assist developers in writing code in a more productive manner. While these large models deliver impressive performance, they require significant computational resources and memory, making them difficult to deploy and expensive to train. Additionally, their large...bachelor thesis 2023
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Zhang, Yueqi (author)This project focuses on the sustainable development of Anxin County, situated in the Xiong'an New Area of China. The aim is to create a harmonious balance between economic growth and ecological preservation, considering the region's unique characteristics, such as the Baiyangdian wetland and the surrounding rural landscape. Taking the local...master thesis 2023
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Preserving spatial quality when transforming churches: different spatial solutions and their effectsBlauw, Thomas (author)This thesis consists of a paper about spatial quality in neo gothic churches and a design project about transforming the St. Barbarachurch in Culemborg. The paper explores the effects of different spatial solutions that can be used for transforming neo gothic churches on the spatial quality to draw learning for future design assignments...master thesis 2023
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Druschke, Luis (author)This project embarks on an alternative reality that is imagined to rethink our relationship with nature. If the representation of the climate crisis heavily relies on data that intrinsically does not entail a visual agency, it is also a crisis of representation. This project seeks to transcend the abstraction and complexity of the discourse...master thesis 2023
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Bleeker, Julian (author)The research objective of this research is to develop a measurement method that can measure thin film thicknesses through a multilayer that consists of both surrounding thick layers and in between thin films. An optical non-contact measurement method is researched and developed to non-destructively measure the thickness of a liquid thin film,...master thesis 2023
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Sassoon, Jordan (author)Contrastive Language-Image Pretraining (CLIP) has gained vast interest due to its impressive performance on a variety of computer vision tasks: image classification, image retrieval, action recognition, feature extraction, and more. The model learns to associate images with their descriptions, a powerful method which allows it to perform well on...bachelor thesis 2023